o2plsda
Multiomics Data Integration
Provides functions to do 'O2PLS-DA' analysis for multiple omics data integration. The algorithm came from "O2-PLS, a two-block (X±Y) latent variable regression (LVR) method with an integral OSC filter" which published by Johan Trygg and Svante Wold at 2003 doi:10.1002/cem.775. 'O2PLS' is a bidirectional multivariate regression method that aims to separate the covariance between two data sets (it was recently extended to multiple data sets) (Löfstedt and Trygg, 2011 doi:10.1002/cem.1388; Löfstedt et al., 2012 doi:10.1016/j.aca.2013.06.026) from the systematic sources of variance being specific for each data set separately.
- Version0.0.25
- R versionunknown
- LicenseGPL-3
- Needs compilation?Yes
- Last release07/18/2024
Documentation
Team
Kai Guo
Junguk Hur
Show author detailsRolesAuthorEva Feldman
Show author detailsRolesAuthor
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Last 30 days
This package has been downloaded 256 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 17 times.
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Last 365 days
This package has been downloaded 4,078 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Jul 20, 2024 with 86 downloads.
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- Imports5 packages
- Suggests3 packages
- Linking To2 packages